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190 add a tutorial notebook for data valuation#243

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mmschlk merged 16 commits intomainfrom
190-add-a-tutorial-notebook-for-data-valuation
Oct 25, 2024
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190 add a tutorial notebook for data valuation#243
mmschlk merged 16 commits intomainfrom
190-add-a-tutorial-notebook-for-data-valuation

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Made datavaluation example consisting of two parts:

  1. A toy example of the data valuation scenario with cleaning/identifying flipped labels in data
  2. A „real“California housing example restricting to 160 players/data points.

@Advueu963 Advueu963 linked an issue Oct 5, 2024 that may be closed by this pull request
@Advueu963 Advueu963 requested a review from mmschlk October 5, 2024 15:42
@Advueu963 Advueu963 self-assigned this Oct 5, 2024
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Advueu963 commented Oct 19, 2024

Due to an open issue in pre-commit the code-quality/build hook was failing:
pre-commit/pre-commit-hooks#1101

@mmschlk mmschlk changed the base branch from main to 197-add-basic-notebook-for-computing-sv October 25, 2024 06:32
@mmschlk mmschlk changed the base branch from 197-add-basic-notebook-for-computing-sv to main October 25, 2024 06:37
@mmschlk mmschlk merged commit b9baa1e into main Oct 25, 2024
@mmschlk mmschlk deleted the 190-add-a-tutorial-notebook-for-data-valuation branch October 25, 2024 06:40
mmschlk added a commit that referenced this pull request Oct 25, 2024
* integrates the SI graph plot and streamlines the plots

* adds first draft of visualization notebook

* adds notebook to docs

* updates abbreviate function

* updates notebook

* adds unit test for abbreviate features

* fixed feature_names being None

* Delete .github/workflows/autoupdate.yml

* 190 add a tutorial notebook for data valuation (#243)

* adds useful properties to game and closes #251. (#254)

* adds useful properties to game and closes #251.

Adds `empty_coalition_value`, `grand_coalition_value` properties to game and allows for a getitem (without computation) of a game.

* fixed the setter of _empty/_grand values

* fixed the setter of _empty/_grand values

* updated empty value

* 183 make games be also callable with a tuplelist of tuples (#242)

* added possibility of tuple/list of tuple in BaseGame __call__

* Added possibility for to Game coalitions with given player_names

* Added possibility to call game based on given player_names

* removed player_names property as it caused conflicts

* made __call__ annotations for python3.9

* refactor game call with strings

* refactor game call of tuple and list

* Reimplement _check_coalitions to fewer lines.

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Co-authored-by: Maximilian <maximilian.muschalik@gmail.com>

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Co-authored-by: Paul Hofman <36850933+pwhofman@users.noreply.github.com>
Co-authored-by: Theo <49311372+Advueu963@users.noreply.github.com>
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Add a Tutorial Notebook for Data Valuation

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